AbdElMoniem Bayoumi

I am a Ph.D. student at the Humanoid Robots Lab at the University of Bonn.

	E-Mail:	abayoumi@cs.uni-bonn.de
	Phone:	+49 228 73-54157
	Address:	AbdelMoniem Bayoumi Rheinische Friedrich-Willhelms-Universität Bonn Institut für Informatik VI  Friedrich-Ebert-Allee 144 53113 Bonn Germany

• 2009: Bachelor of Science in Computer Engineering, Cairo University
• 2012: Master of Science in Computer Engineering, Cairo University
• 04/2014 - 09/2014: PhD student at the Humanoid Robots Lab at the University of Freiburg
• 10/2014 - current: PhD student at the Humanoid Robots Lab at the University of Bonn

Research Interests

• Efficient human-following
• Machine learning

Publications

• Learning Optimal Navigation Actions for Foresighted Robot Behavior During Assistance Tasks.
  A. Bayoumi and M. Bennewitz.
  In: Proceedings of the IEEE International Conference on Robotics & Automation (ICRA), 2016.
• Efficient Human Following Using Reinforcement Learning
  A. Bayoumi and M. Bennewitz.
  In: Proceedings of the Machine Learning in Planning and Control of Robot Motion Workshop (MLCP) at IROS, 2015.
• A simulation-based overbooking approach for hotel revenue management
  A. Fouad, A. Atiya, M Saleh and A. Bayoumi
  In: Proceedings of the 10th International Computer Engineering Conference (ICENCO), 2014.
• Dynamic pricing for hotel revenue management using price multipliers
  A. Bayoumi, M. Saleh, A. Atiya and H. AbdElAziz
  In: Journal of Revenue & Pricing Management, 2012.

• Stock Market's Pull-Back Effect Prediction Using Hidden Markov Model
  A. Bayoumi, A. Atiya and N. Darwish
  In: Proceedings of the 18th International Conference on Soft Computing (Mendel) 2012.

Teaching

• Teaching assistant, Cognitive Robotics, WS2014/15, WS2015/16, WS2016/17.
• Teaching assistant, Humanoid Robots, SS2015, SS2016.